MuMMI

Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
HDC16 SNL Haswell Shepard 32 32 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8048553661884504 0.0149876477943305 0.0098025850354629 0.0 0.0061751047797233 0.3193479812507315 0.06872934628537 0.0 0.0033492335130638 0.0 0.0112666303682674 0.0070513139744667 0.0141008806391717 0.1033312927203392 0.0569548589444484 0.0 0.0464805734974342 0.0242008328685043 0.6619333912523733 0.0152587031558812 0.0083675082944537 0.0168154639632247 0.0149052476355593 0.0072487897779704 0.0194231326078413 0.0 0.0 2.38569721714e-05 0.0 0.0 0.0 0.0849689255335051 0.0254688035264279 0.0 6.53577294482e-05 2.355661098e-07 0.0 7.4881188122e-06 0.0101858512938844 2.07993230179e-05 2.99729563939e-05 0.0 0.0017835384649002 4.4026059311e-10 341.879932 264.726772 63.439804 32 1 1596442952195.794810231
HDC16 SNL Haswell Shepard 64 64 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.694591103619753 0.0188132709119118 0.0113332215172254 0.0 0.0060695918329409 0.3419707805768957 0.0945622724587258 0.0 0.0055005046090392 0.0 0.0105188307857757 0.0067263761433793 0.0152679660961244 0.0593973346820044 0.0349630379325705 0.0 0.0051934260110132 0.028774006471632 0.6965834136954192 0.0190648922154142 0.0083262554528231 0.0156314445988954 0.0189452858615929 0.0112607147013895 0.0166931469128173 0.0 0.0 2.85411516789e-05 0.0 0.0 0.0 0.1123754575078017 0.0248513311685531 0.0 0.0001054714499092 1.89012671e-06 0.0 1.02736141123e-05 0.0098332310718962 2.68411375947e-05 2.70143709456e-05 0.0 0.0018978642973498 4.4039552875e-10 321.630661 243.281258 63.003753 64 1 1613594177527.171363227
HDC16 SNL Haswell Shepard 128 128 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8270864954385504 0.0143416484097087 0.0131166221047391 0.0 0.0064939874961034 0.3045169953096155 0.0784002202041578 0.0 0.0044362781977551 0.0 0.0162247029081074 0.0069725911304271 0.0207396945547068 0.0561337493352711 0.0332308409401013 0.0 0.0234231187027267 0.0172489123564726 0.7244632041391041 0.015021990076525 0.0083467504783197 0.0163397293717909 0.0143760812009793 0.0065491034158401 0.0164254290344794 0.0 0.0 2.66408137385e-05 0.0 0.0 0.0 0.0820844241270791 0.0250285024909686 0.0 2.22360530872e-05 1.0869824302e-06 0.0 1.03158255419e-05 0.0133529484968619 3.08012735461e-05 2.81843710213e-05 0.0 0.00177470604348 4.4030002577e-10 327.811673 249.895918 62.584626 128 1 1638074555500.383158653
HDC16 SNL Haswell Shepard 192 192 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8725604154282618 0.0144448103729518 0.0136110848483581 0.0 0.0063992441767428 0.3558505319103705 0.1114198505710212 0.0 0.0043158351482924 0.0 0.0162256159017815 0.0069441383355638 0.0205884743742805 0.0660703278391532 0.0392799207901791 0.0 0.040753400270076 0.0193883143133235 0.6044477570576533 0.014104204842278 0.0082050247902924 0.0147886707804888 0.0140590740199047 0.0064191658132641 0.0165519239596327 0.0 0.0 2.93595541388e-05 0.0 0.0 0.0 0.1679013453004621 0.0244174929998362 0.0 7.61640738076e-05 6.382775553e-07 0.0 9.2460622725e-06 0.0128936219631944 2.50250730695e-05 1.8193519587e-05 0.0 0.0019228045235537 4.4048802974e-10 331.995444 253.880503 61.900094 192 1 1631001451785.330869182
HDC16 SNL Haswell Shepard 256 256 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.790732624582039 0.0180640111509547 0.0128561622798033 0.0 0.0062577938445694 0.2965665205899234 0.0739615929573123 0.0 0.0063084752825606 0.0 0.0159889587910633 0.0067918406158294 0.020336122583715 0.0920067441321935 0.0535803505857259 0.0 0.0220649530857883 0.0315323719783902 0.6945993881733469 0.0193111553170686 0.0081674733103236 0.0161152375572849 0.0194410986818796 0.0117521515739655 0.0156466412449996 0.0 0.0 2.87581004751e-05 0.0 0.0 0.0 0.0958228700877413 0.0243671171044127 0.0 2.4900743556e-06 3.345809537e-07 0.0 6.2114489634e-06 0.0128214997643753 2.45862887312e-05 3.12881298254e-05 0.0 0.0017079566285078 4.4054046586e-10 329.800309 251.052333 62.52925 256 1 1691054070471.581990532
HDC16 SNL Haswell Shepard 320 320 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.911932381420306 0.0142395375160457 0.0130600440851367 0.0 0.0063298384175157 0.4370706345381327 0.1478404489982753 0.0 0.0042662605207302 0.0 0.0159165450881804 0.0070209772291784 0.0202155841428615 0.0676878615132904 0.0401580372387996 0.0 0.0192151119764455 0.0205814397373337 0.7645280207369369 0.0146504049783981 0.0082200565263116 0.0165766364133472 0.0143659324338059 0.0067833503623166 0.0150636498422992 0.0 0.0 2.68887100282e-05 0.0 0.0 0.0 0.1246385522540038 0.0242638394806243 0.0 8.83891668319e-05 5.156382835e-07 0.0 9.1261911275e-06 0.0131359163865974 2.6969174042e-05 2.03050205799e-05 0.0 0.001854027131765 4.4029834709e-10 313.58631 234.990867 63.112764 320 1 1692958824230.229748783
HDC16 SNL Haswell Shepard 384 384 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 1.028711096953099 0.0149923323718306 0.0128643531454167 0.0 0.0066629575086299 0.2408105638052324 0.0609739387802563 0.0 0.0051818754606516 0.0 0.0160048901024782 0.006920358962088 0.0203623832266294 0.105226356270562 0.0615079018413207 0.0 0.0379976220948618 0.0243104533833011 0.6694530051861144 0.0148439742006333 0.0081703939468548 0.0167799053076205 0.0156116852787307 0.0077620057895082 0.0158575317924646 0.0 0.0 2.94901816288e-05 0.0 0.0 0.0 0.1285657814787526 0.0242070677994109 0.0 4.74072363902e-05 1.3006184512e-06 0.0 9.0742255953e-06 0.013180081526166 2.58131691192e-05 2.68158103204e-05 0.0 0.0020651400885569 4.4015429474e-10 327.700693 249.18787 62.343307 384 1 1699364363675.775865269
HDC16 SNL Haswell Shepard 448 448 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.6515442018236077 0.0146535768647975 0.013336848145601 0.0 0.0063375690149442 0.2251972826671973 0.0546145204769081 0.0 0.0046385087270969 0.0 0.0156329264145661 0.0067274115564848 0.0200710036468049 0.0929976251558968 0.0545455565390832 0.0 0.0417121164058694 0.0218521172460176 0.6319527621669712 0.0140085419858318 0.0081219597856423 0.0165604370282977 0.0142876302707005 0.0067123473943355 0.0165868352821986 0.0 0.0 2.63429709292e-05 0.0 0.0 0.0 0.1503216562757099 0.024218247067756 0.0 3.58712860629e-05 2.070018464e-06 0.0 6.3944560671e-06 0.0129380656508939 2.88277003964e-05 2.89119965293e-05 0.0 0.0015506184821832 4.4076958756e-10 313.988987 235.891593 62.692703 448 1 1706495303280.447591687
HDC16 SNL Haswell Shepard 512 512 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.9093158353232254 0.0147840349387696 0.0132398127025719 0.0 0.0063863546008331 0.3534961541682491 0.0923514468039652 0.0 0.0048198185193283 0.0 0.0159173007582798 0.0068857258992403 0.0200294221856848 0.0700883364107682 0.0413342615806749 0.0 0.028558446020896 0.0231290474868224 0.7026258766842726 0.0145105927398019 0.0080718861429621 0.017349226518727 0.0148171635424389 0.0072431293089039 0.0181736136774788 0.0 0.0 3.08801975787e-05 0.0 0.0 0.0 0.101616715993434 0.0241012717008856 0.0 2.93575555775e-05 4.360946233e-07 0.0 8.6726320656e-06 0.0131441797572439 3.04998555577e-05 3.13403892864e-05 0.0 0.0017692394807968 4.4042611885e-10 335.764304 255.917007 62.551553 512 1 1708683524412.643948262
HDC16 SNL Haswell Shepard 576 576 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.7946963576447807 0.0187813825494872 0.0124844071084169 0.0 0.0061490655808379 0.3378488837850625 0.1053624078579503 0.0 0.0063274946250837 0.0 0.0155523266863422 0.0066122388489437 0.0199638511354808 0.0524953052586919 0.0314891215319291 0.0 0.035372486108446 0.0239055893227387 0.6592426039548844 0.0178638834856546 0.0081241915175552 0.0154634229419887 0.0184914042691569 0.0109766804709203 0.0147756270462192 0.0 0.0 2.18517233532e-05 0.0 0.0 0.0 0.0733714729939071 0.0239663786759766 0.0 1.55648321599e-05 6.363073477e-07 0.0 4.961301939e-06 0.0122930984090705 2.15505106654e-05 2.44888189981e-05 0.0 0.0017121987624469 4.4041115237e-10 334.939811 255.781267 61.890535 576 1 1721718264670.473744207
HDC16 SNL Haswell Shepard 640 640 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.9623690847196612 0.014049621814233 0.0131251945855499 0.0 0.0062853097861192 0.3463788062532348 0.1089922696949165 0.0 0.0043260708872645 0.0 0.0155406946197075 0.0067861303801517 0.0199963357987412 0.079139272573691 0.0466341960392156 0.0 0.0293298163253993 0.01565502774462 0.6825898675903658 0.0140828399390067 0.0081467991327694 0.0151169325321936 0.0142731869801507 0.0066453688688658 0.0159402551833766 0.0 0.0 2.62944104271e-05 0.0 0.0 0.0 0.125029351000667 0.0238970194697834 0.0 5.87855942405e-05 7.804913659e-07 0.0 5.3965092118e-06 0.0132532578998804 2.40007220082e-05 2.45157849685e-05 0.0 0.0019433742254955 4.4030558274e-10 336.057894 256.55264 62.204113 640 1 1717150937071.945425772
HDC16 SNL Haswell Shepard 704 704 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8939386823588114 0.014732496462656 0.0133413506879627 0.0 0.0066336075274533 0.3534911224871876 0.1121894437601445 0.0 0.0050775952657213 0.0 0.0157029401198651 0.0068978922033525 0.0200029939018906 0.0882726554873928 0.0518257938027944 0.0 0.0283469115619351 0.0233206572165918 0.6400321902613441 0.0141986197736498 0.0081091058047044 0.0183209927048225 0.0146084890887155 0.007051516484988 0.0179037436687078 0.0 0.0 2.53857909961e-05 0.0 0.0 0.0 0.1186724085612072 0.0238248845891839 0.0 3.30810060283e-05 6.398794419e-07 0.0 5.6409679684e-06 0.0135487546913442 2.42502803335e-05 2.66582700912e-05 0.0 0.0018501696042372 4.4058585201e-10 336.158283 256.475202 62.41298 704 1 1727117792204.387039823
HDC16 SNL Haswell Shepard 768 768 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.9250458426314774 0.0143287831513994 0.0132127022599085 0.0 0.0062616641380835 0.2810890417186428 0.0801472830345094 0.0 0.0042993123598233 0.0 0.0156784721066537 0.0067911214194927 0.0198586060808355 0.045722297621385 0.0276265685792494 0.0 0.0381005329988448 0.0194164436267787 0.6853622051756723 0.0145628206701869 0.0081331909986203 0.015790837109922 0.0144131583596415 0.0068647719621353 0.0165041177606015 0.0 0.0 2.48507586014e-05 0.0 0.0 0.0 0.1228976014824638 0.0238753884566587 0.0 7.14108534214e-05 1.0054381617e-06 0.0 5.0580081661e-06 0.0127927008798745 2.45132159874e-05 2.54539776005e-05 0.0 0.0018438979398673 4.4045347236e-10 332.236633 253.011822 61.932353 768 1 1718810499877.790088221
HDC16 SNL Haswell Shepard 832 832 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8684102579016298 0.0138195593722529 0.0129168604474279 0.0 0.0062125077684196 0.3859465648757625 0.127038998392896 0.0 0.0041480333252974 0.0 0.0154516992136225 0.0068343248949803 0.0198549205668899 0.0794808453438116 0.0468044550245436 0.0 0.0221167128825642 0.0184358538708029 0.6810973884940061 0.0142359453793275 0.0080370183500816 0.0137790321530532 0.0139049367032563 0.0063317039835282 0.0151877424757842 0.0 0.0 2.57245306332e-05 0.0 0.0 0.0 0.1440829734236394 0.0236216730762151 0.0 6.3073558423e-06 2.700942792e-07 0.0 3.9416773602e-06 0.0130903489146013 2.1599711713e-05 2.53072723067e-05 0.0 0.001916821757235 4.4007370287e-10 334.806855 255.302255 62.243046 832 1 1743039343177.011225806
HDC16 SNL Haswell Shepard 896 896 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8292654881507102 0.0138060609577213 0.0132563062709084 0.0 0.0063995582303663 0.3405259521548811 0.1068965921318668 0.0 0.0043231751082526 0.0 0.015673624057831 0.0068811978966331 0.0198199328850704 0.0958238258346656 0.0560929713236795 0.0 0.0316526433784266 0.0176104342196911 0.612399611827441 0.0136893041382844 0.0080930433847145 0.0159251079512145 0.0136404981926221 0.0061417894903782 0.0166714976127012 0.0 0.0 2.80011067916e-05 0.0 0.0 0.0 0.1285405203224331 0.0237914584347589 0.0 8.4073716592e-06 2.797793142e-07 0.0 5.4950143064e-06 0.0134814612671822 2.25345283315e-05 2.5052198721e-05 0.0 0.001891173485155 4.4104117389e-10 319.414323 242.394452 61.587192 896 1 1767513502479.536038222
HDC16 SNL Haswell Shepard 960 960 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.9225616994951796 0.0138765586519266 0.0128886191778752 0.0 0.0062609063478593 0.3445413792203273 0.1088484489608367 0.0 0.0040194598696217 0.0 0.015595220351899 0.0066957891778031 0.0198347913685308 0.0700074748665134 0.0414049088335269 0.0 0.0350929169395542 0.0223941643799354 0.6699818524342346 0.0138854994214003 0.0080726665504657 0.015975425660054 0.0141371387134188 0.00652212088841 0.0155551008947299 0.0 0.0 2.90446808464e-05 0.0 0.0 0.0 0.1848323283017458 0.0237465708821307 0.0 1.4609850683e-06 4.491549149e-07 0.0 5.8219056706e-06 0.0128912073906194 2.23423794502e-05 2.52414590222e-05 0.0 0.0018787941153479 4.4015735565e-10 333.612434 253.759094 62.621533 960 1 1773599877360.131991242